SIENTIAPDE-1273
Update version and enhance metrics calculation in Laborious system - Updated image tag in values.yaml from 1.1.0 to 1.1.1. - Modified GITHUB_BRANCH environment variable for consistency. - Added a new method `calculate_simple_metrics` in model_metrics.py to compute various model performance metrics including RMSE, MSE, MAE, and R2. - Integrated the new metrics calculation into the worker setup, allowing for concurrent processing of simple metrics. - Updated tests to cover the new metrics calculation functionality, ensuring comprehensive validation of the implementation.
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@@ -80,7 +80,8 @@ class Drift:
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'model_name': input_data['model_name'],
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'model_id': input_data['model_id'],
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'target_name': target_name,
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'drift_metrics': input_data['drift_metrics'],
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'drift_metrics': input_data.get('drift_metrics',
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['kolmogorov_smirnov', 'jensen_shannon', 'wasserstein']),
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'chunk_period': input_data.get('chunk_period', 'min'),
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},
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retry_policy=retry_policy,
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